Yes, you can apply for a green card in the U.S. while on a tourist visa, but only if your situation changes after you arrive. For example, if you marry a U.S. citizen while visiting, you may be able to stay and apply without leaving the country. However, coming on a tourist visa with plans to get a green card can be seen as immigration fraud, which can get your application denied.